Hidden Profile Control of Treatment and Correction: How an Unseen Record Can Decide How a Person Is Treated

This conceptual paper introduces Hidden Profile Control of Treatment and Correction, a mechanism in which a record or representation that a person cannot inspect directs how others treat them. The person experiences the consequences while lacking access to the account that organizes those responses. The paper assesses whether the representation is accurate, concerns the right person, remains current, and applies to the decision. The decision rule and treatment require separate justification. Shared reliance is not independent corroboration, and disclosure alone does not provide the ability to amend a record or circulate corrections. The discussion connects the mechanism to Solove’s work on databases and powerlessness and examines the appellate account in Ibrahim v. U.S. Department of Homeland Security (2019). The case concerns an erroneous watchlist designation, its consequences, and prolonged difficulty obtaining authoritative information and correcting related records despite early removal from the No Fly list. Part of the Interpretation and Feedback series within On Human Modeling, the paper asks who can inspect a profile, who can amend it, and who can carry a correction to those who used the earlier account. Its framework can inform human–AI research on how unseen profiles shape system responses and whether correction processes reach the records and systems that depend on them.